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Introductory Statistics Lesson 2.5 A Objective: SSBAT find the first, second and third quartiles of a data set. SSBAT find the interquartile range of a data set. SSBAT represent data using a box and whisker plot. Standards: M11.E.2.1.2, M11.E.1.1.2 Fractiles Numbers that partition or divide an ordered data set into equal parts. The median of a data set is a fractile Quartiles Approximately divide a data set into 4 equal parts There are 3 quartiles: First, Second, Third 2nd Quartile, Q2 The Median of the entire data set Half the data entries lie on or below Q2 and the other half lies on or above Q2 1st Quartile, Q1 The Median of the Lower half of the data set (below Q2) It divides the lower half of the data in half 3rd Quartile, Q3 The Median of the Upper half of the data set (above Q2) It divides the upper half of the data in half Lower Half 7 8 10 Q1 13 Upper Half 13 16 Q2 17 19 22 Q3 24 25 The Quartiles approximately divide the data into 4 equal parts, therefore 25% of the data is in each part 25% of the data is below Q1 25% of the data is between Q1 and Q2 25% of the data is between Q2 and Q3 25% of the data is above Q3 Example 1: the test scores of 15 employees enrolled in a CPR training course are listed. Find the first, second, and third quartiles of the test scores. 13 9 18 15 14 21 7 10 11 20 5 18 37 16 1st: Write the numbers in order from least to greatest 5 7 9 10 11 13 14 15 16 18 18 20 21 37 Q2 = 14.5 Q1 = 10 Q3 = 18 Example 2: The tuition costs (in thousands of dollars) for 11 universities are listed. Find the first, second, and third quartiles. 20, 26, 28, 19, 31, 17, 15, 21, 31, 32, 16 1st: Write the numbers in order from least to greatest 15 16 17 19 20 21 Q2 = 21 Q1 = 17 Q3 = 31 26 28 31 31 32 Interquartile Range (IQR) The difference between the third and first quartiles IQR = Q3 – Q1 Find the Interquartile range from Example 1 Q1 = 10 and Q3 = 18 18 – 10 = 8 IQR = 8 Find the Interquartile range from Example 2 Q1 = 17 and Q3 = 31 31 – 17 = 14 IQR = 14 IQR – Interquartile Range (Q3 – Q1) Gives an idea of how much the middle 50% of the data varies It can also be used to identify Outliers - Any number that is more than 1.5 times the IQR to the left of Q1 or to the right of Q3 is an outlier Take a look at Example 1 The IQR is 8 5 7 9 10 11 13 14 15 16 18 18 20 21 37 Q2 = 14.5 Q1 = 10 Q3 = 18 Check for Outliers: Multiply 1.5 times the IQR (1.5)(8) = 12 Add 12 to Q3 30 Any number greater than 30 in the set is an outlier therefore 37 is an outlier Subtract 12 from Q1 -2 Any number less than -2 is an outlier there are none Box and Whisker Plot Example: http://www.mathsisfun.com/data/images/box-whisker-plot.gif Box and Whisker Plot A graph that shows the Median (Q2), Quartile 1, Quartile 3, the lowest number in the set and the highest number in the set About 25% of the data set is in each section 25% 25% 25% 25% Steps for creating a box and whisker plot 1. Find the Median (Q2) of all the numbers 2. Find Quartile 1 and Quartile 3 3. Identify the smallest and largest number in the set 4. Make a number line that spans all of the numbers in the set 5. Above the number line, Create a box using Q1 and Q3 and draw a vertical line through the box at Q2 6. Draw whiskers on each side of box to the smallest and largest value in the set – Put a dot at both of these endpoints Examples: Create a Box and Whisker Plot for each. 1. Years of service of a sample of PA state troopers 12 7 6 13 9 20 18 27 9 15 12 11 11 23 13 2. 111 115 151 159 122 160 127 160 127 163 147 168 Distribution Shape Based on Box and Whisker Plot • If the median is near the center of the box and each whisker is approximately the same length, the distribution is roughly Symmetric. • If median is to the left of center of the box or right whisker is substantially longer than the left, the distribution is Skewed Right. • If median is to the right of center of the box or the left whisker is substantially longer than the right, the distribution is Skewed Left. Complete together #11 on page 109 Homework Page 109 – 110 #1, 12, 14, 18, 19, 20